MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55001 |
eaight
Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
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| 55002 |
SEO Overview MCP Server
Claim
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
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| 55003 |
Cubiczan MCP Server
Claim
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
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| 55004 |
electron-test-mcp
Claim
Enables AI models to test and interact with Electron applications using Playwri…
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| 55005 |
web-doctor
Claim
Enables live website health checks including TLS, HTTPS, and security headers, …
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| 55006 |
Demo FastMCP Server
Claim
A minimal MCP server demo with tools for ping, addition, and fetching current U…
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| 55007 |
screen-mcp
Claim
An MCP server that gives a model eyes and hands on a Linux Wayland desktop, ena…
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| 55008 |
centerpoinconnect
Claim
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| 55009 |
hafasmcp
Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
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| 55010 |
Company API MCP Server
Claim
Exposes internal company services as LLM-callable MCP tools, enabling AI agents…
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| 55011 |
Frappe MCP Server
Claim
Enables AI models to securely interact with Frappe Framework/ERPNext instances,…
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| 55012 |
gemini-grounded-search
Claim
MCP server that integrates Google's Gemini 2.5 Pro with real-time Google Search…
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| 55013 |
mcp-tmobile
Claim
Automates T-Mobile account interactions such as viewing usage, paying bills, an…
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| 55014 |
agent-mesh-mcp
Claim
Enables inter-agent communication via RabbitMQ, allowing agents to ask and answ…
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| 55015 |
Sorftime MCP Server
Claim
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
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| 55016 |
Pixso MCP Server
Claim
Enables LLMs to interact with Pixso design files through a custom plugin, provi…
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| 55017 |
JP Invoice & Tax MCP
Claim
Provides Japanese tax and invoice utilities such as consumption tax calculation…
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| 55018 |
club-mcp
Claim
Read-only MCP server for the Hyper Human Club / Fluent Community REST API. Enab…
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| 55019 |
BLOT Nado MCP Server
Claim
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
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| 55020 |
agent-envelope-mcp
Claim
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify…
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| 55021 |
Financial narrative intelligence for AI agents. Tracks how financial stories ev…
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| 55022 |
notebook-edit
Claim
MCP server for structural editing of Jupyter notebook cells (list, read, insert…
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| 55023 |
postgres-mcp
Claim
A self-hostable PostgreSQL MCP server for exploring database schemas and runnin…
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| 55024 |
n8n MCP Server
Claim
Provides seamless integration between MCP-compatible AI assistants and n8n work…
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| 55025 |
@prosodyai/mcp-docs
Claim
Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …
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| 55026 |
A system integrating two independent MCP servers for Google Calendar and Google…
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| 55027 |
memmd-mcp
Claim
A shared memory layer for AI agents — one memory.md synced across Claude Deskto…
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| 55028 |
TDM MCP Server
Claim
Enables AI agents to perform local session-state checks for TDM, helping decide…
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| 55029 |
Omni-Video Studio MCP
Claim
Enables AI agents to edit video using text-based proxies, motion graphics via H…
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| 55030 |
chatkazi-mcp
Claim
Bridges MCP clients with ChatKazi WhatsApp API, enabling AI models to manage Wh…
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| 55031 |
Vector (Apex Fusion)
Claim
24 keyless tools for AI agents on Vector, the Apex Fusion eUTXO L2: wallets, co…
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| 55032 |
mcp
Claim
AI coding context for Claude Code, Cursor, and Codex. Path-scoped team memories…
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| 55033 |
mcp-slack
Claim
Enables Slack integration with tools to list channels, read messages, and post …
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| 55034 |
Study Prep MCP Server
Claim
Enables browsing and preparing study materials from local documents (PDF, Markd…
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| 55035 |
mcp-translate
Claim
An MCP server that translates user messages from Portuguese to English and Clau…
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| 55036 |
Provides weather data including US alerts, US forecasts, and global 5-day forec…
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| 55037 |
Access East Baton Rouge Parish open geospatial data (parcels, addresses, public…
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| 55038 |
GhostWall MCP Server
Claim
Enables offline multi-agent security orchestration by providing tools for netwo…
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| 55039 |
MCP Local FastMCP Server
Claim
A FastMCP server providing web search, scraping, image extraction, and mail pla…
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| 55040 |
GEO Inspector
Claim
Inspect a site's AI-search readiness: AI crawler access, llms.txt, schema marku…
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| 55041 |
oracle-sqlplus-mcp
Claim
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
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| 55042 |
chp
Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
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| 55043 |
mind-mcp
Claim
Exposes a .mind/ folder to MCP agents, enabling reading files, searching memory…
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| 55044 |
mcp-ssh
Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
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| 55045 |
GenLayer MCP Server
Claim
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
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| 55046 |
ScopePilot MCP
Claim
A safe and bounded AI-agent security testing framework that enables authorized …
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| 55047 |
nimble-crm-mcp
Claim
MCP server for the Nimble CRM API, enabling management of contacts, deals, note…
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| 55048 |
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
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| 55049 |
hydra-bridge
Claim
Enables AI agents to control Hydra Launcher programmatically — search games, ma…
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| 55050 |
volcengine-mcp-server
Claim
MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
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